assertEquals(ChatIntent.UNCLEAR, ChatIntent.fromValue("unclear"));
        assertEquals(ChatIntent.UNCLEAR, ChatIntent.fromValue("UNCLEAR"));
        assertEquals(ChatIntent.UNCLEAR, ChatIntent.fromValue("Unclear"));
    }

    @Test
    public void test_fromValue_null() {
        // Defaults to UNCLEAR when value is null
        assertEquals(ChatIntent.UNCLEAR, ChatIntent.fromValue(null));
    }

    @Test

    }

    /**
     * Creates an unclear intent result when intent cannot be determined.
     *
     * @param reasoning the detection reasoning
     * @return the unclear intent result
     */
    public static IntentDetectionResult unclear(final String reasoning) {
        return new IntentDetectionResult(ChatIntent.UNCLEAR, null, null, reasoning);
    }

    /**

    /** User wants a summary of a specific document */
    SUMMARY("summary"),

    /** User is asking a FAQ-type question */
    FAQ("faq"),

    /** Intent is unclear - need to ask user for clarification */
    UNCLEAR("unclear");

    private final String value;

    ChatIntent(final String value) {
        this.value = value;
    }

    /**
     * Returns the string value of this intent.
     *

    @Test
    public void test_unclear() {
        final IntentDetectionResult result = IntentDetectionResult.unclear("unclear intent");

        assertEquals(ChatIntent.UNCLEAR, result.getIntent());
        assertNull(result.getQuery());
        assertNull(result.getDocumentUrl());
        assertEquals("unclear intent", result.getReasoning());
    }

    @Test
    public void test_unclear_withNullReasoning() {

        }
        return intentDetectionPrompt;
    }

    /**
     * Gets the system prompt for unclear intent responses.
     *
     * @return the unclear intent system prompt
     */
    protected String getUnclearIntentSystemPrompt() {
        if (unclearIntentSystemPrompt == null) {

## Status

- ACCEPTED on 2024-02-07

## Context

The Gradle code base is essentially a large monolith, without strong internal boundaries.
This has a number of negative effects on productivity, including:

- Unclear ownership of code.
- Difficult to focus on one particular area.
- Unintended coupling between areas of the code, including tests.

## Decision

            LlmStreamCallback callback);

    /**
     * Generates a response asking user for clarification when intent is unclear.
     *
     * @param userMessage the user's message
     * @param history the conversation history
     * @param callback the streaming callback
     */

                logger.debug("[RAG] Intent detected. intent={}, query={}", intentResult.getIntent(), intentResult.getQuery());
            }

            if (intentResult.getIntent() == ChatIntent.UNCLEAR) {
                // Unclear intent - generate answer with empty documents to ask for clarification
                final LlmChatResponse llmResponse = llmClientManager.generateAnswer(userMessage, Collections.emptyList(), history);

        protected String getIntentDetectionPrompt() {
            return testIntentDetectionPrompt;
        }

        @Override
        protected String getUnclearIntentSystemPrompt() {
            return "unclear prompt {{languageInstruction}}";
        }

        @Override
        protected String getNoResultsSystemPrompt() {
            return "no results prompt {{languageInstruction}}";
        }

        userPager.setAllPageCount(10);
        userPager.setExistPrePage(true);
        userPager.setExistNextPage(true);

        userPager.clear();

        assertNull(userPager.id);
        // Note: name is not cleared by clear() method
        assertNull(userPager.roles);
        assertNull(userPager.groups);
        assertNull(userPager.versionNo);
        assertEquals(0, userPager.getAllRecordCount());